Dataset statistics
| Number of variables | 21 |
|---|---|
| Number of observations | 21 |
| Missing cells | 16 |
| Missing cells (%) | 3.6% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 12.6 KiB |
| Average record size in memory | 615.4 B |
Variable types
| NUM | 17 |
|---|---|
| CAT | 4 |
data has constant value "21" | Constant |
stato has constant value "21" | Constant |
terapia_intensiva is highly correlated with ricoverati_con_sintomi and 9 other fields | High correlation |
ricoverati_con_sintomi is highly correlated with terapia_intensiva and 5 other fields | High correlation |
totale_ospedalizzati is highly correlated with ricoverati_con_sintomi and 5 other fields | High correlation |
isolamento_domiciliare is highly correlated with ricoverati_con_sintomi and 9 other fields | High correlation |
totale_positivi is highly correlated with ricoverati_con_sintomi and 9 other fields | High correlation |
variazione_totale_positivi is highly correlated with isolamento_domiciliare and 2 other fields | High correlation |
nuovi_positivi is highly correlated with terapia_intensiva and 4 other fields | High correlation |
dimessi_guariti is highly correlated with ricoverati_con_sintomi and 5 other fields | High correlation |
deceduti is highly correlated with terapia_intensiva and 3 other fields | High correlation |
casi_da_sospetto_diagnostico is highly correlated with terapia_intensiva and 5 other fields | High correlation |
totale_casi is highly correlated with ricoverati_con_sintomi and 10 other fields | High correlation |
tamponi is highly correlated with isolamento_domiciliare and 3 other fields | High correlation |
casi_testati is highly correlated with terapia_intensiva and 4 other fields | High correlation |
note is highly correlated with denominazione_regione | High correlation |
denominazione_regione is highly correlated with note | High correlation |
note has 16 (76.2%) missing values | Missing |
note is uniformly distributed | Uniform |
codice_regione has unique values | Unique |
denominazione_regione has unique values | Unique |
lat has unique values | Unique |
long has unique values | Unique |
ricoverati_con_sintomi has unique values | Unique |
totale_ospedalizzati has unique values | Unique |
isolamento_domiciliare has unique values | Unique |
totale_positivi has unique values | Unique |
variazione_totale_positivi has unique values | Unique |
nuovi_positivi has unique values | Unique |
dimessi_guariti has unique values | Unique |
deceduti has unique values | Unique |
casi_da_sospetto_diagnostico has unique values | Unique |
casi_da_screening has unique values | Unique |
totale_casi has unique values | Unique |
tamponi has unique values | Unique |
casi_testati has unique values | Unique |
casi_da_screening has 1 (4.8%) zeros | Zeros |
Reproduction
| Analysis started | 2020-11-08 19:12:56.582784 |
|---|---|
| Analysis finished | 2020-11-08 19:13:36.395962 |
| Duration | 39.81 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 1 |
|---|---|
| Distinct (%) | 4.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 296.0 B |
| 2020-11-08T17:00:00 |
|---|
| Value | Count | Frequency (%) | |
| 2020-11-08T17:00:00 | 21 | 100.0% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 19 |
| Min length | 19 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 0 | 147 | 36.8% | |
| 1 | 63 | 15.8% | |
| 2 | 42 | 10.5% | |
| - | 42 | 10.5% | |
| : | 42 | 10.5% | |
| 8 | 21 | 5.3% | |
| T | 21 | 5.3% | |
| 7 | 21 | 5.3% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 294 | 73.7% | |
| Dash Punctuation | 42 | 10.5% | |
| Other Punctuation | 42 | 10.5% | |
| Uppercase Letter | 21 | 5.3% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 147 | 50.0% | |
| 1 | 63 | 21.4% | |
| 2 | 42 | 14.3% | |
| 8 | 21 | 7.1% | |
| 7 | 21 | 7.1% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 42 | 100.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| T | 21 | 100.0% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| : | 42 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 378 | 94.7% | |
| Latin | 21 | 5.3% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 0 | 147 | 38.9% | |
| 1 | 63 | 16.7% | |
| 2 | 42 | 11.1% | |
| - | 42 | 11.1% | |
| : | 42 | 11.1% | |
| 8 | 21 | 5.6% | |
| 7 | 21 | 5.6% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| T | 21 | 100.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 399 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 0 | 147 | 36.8% | |
| 1 | 63 | 15.8% | |
| 2 | 42 | 10.5% | |
| - | 42 | 10.5% | |
| : | 42 | 10.5% | |
| 8 | 21 | 5.3% | |
| T | 21 | 5.3% | |
| 7 | 21 | 5.3% |
| Distinct | 1 |
|---|---|
| Distinct (%) | 4.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 296.0 B |
| ITA |
|---|
| Value | Count | Frequency (%) | |
| ITA | 21 | 100.0% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| I | 21 | 33.3% | |
| T | 21 | 33.3% | |
| A | 21 | 33.3% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 63 | 100.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| I | 21 | 33.3% | |
| T | 21 | 33.3% | |
| A | 21 | 33.3% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 63 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| I | 21 | 33.3% | |
| T | 21 | 33.3% | |
| A | 21 | 33.3% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 63 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| I | 21 | 33.3% | |
| T | 21 | 33.3% | |
| A | 21 | 33.3% |
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.85714286 |
|---|---|
| Minimum | 1 |
| Maximum | 22 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 296.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 7 |
| median | 12 |
| Q3 | 17 |
| 95-th percentile | 21 |
| Maximum | 22 |
| Range | 21 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 6.428730157 |
|---|---|
| Coefficient of variation (CV) | 0.5421820614 |
| Kurtosis | -1.10272247 |
| Mean | 11.85714286 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.09665560827 |
| Sum | 249 |
| Variance | 41.32857143 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) | |
| 22 | 1 | 4.8% | |
| 11 | 1 | 4.8% | |
| 2 | 1 | 4.8% | |
| 3 | 1 | 4.8% | |
| 5 | 1 | 4.8% | |
| 6 | 1 | 4.8% | |
| 7 | 1 | 4.8% | |
| 8 | 1 | 4.8% | |
| 9 | 1 | 4.8% | |
| 10 | 1 | 4.8% | |
| 12 | 1 | 4.8% | |
| 21 | 1 | 4.8% | |
| 13 | 1 | 4.8% | |
| 14 | 1 | 4.8% | |
| 15 | 1 | 4.8% | |
| 16 | 1 | 4.8% | |
| 17 | 1 | 4.8% | |
| 18 | 1 | 4.8% | |
| 19 | 1 | 4.8% | |
| 20 | 1 | 4.8% | |
| 1 | 1 | 4.8% |
| Value | Count | Frequency (%) | |
| 1 | 1 | 4.8% | |
| 2 | 1 | 4.8% | |
| 3 | 1 | 4.8% | |
| 5 | 1 | 4.8% | |
| 6 | 1 | 4.8% | |
| 7 | 1 | 4.8% | |
| 8 | 1 | 4.8% | |
| 9 | 1 | 4.8% | |
| 10 | 1 | 4.8% | |
| 11 | 1 | 4.8% |
| Value | Count | Frequency (%) | |
| 22 | 1 | 4.8% | |
| 21 | 1 | 4.8% | |
| 20 | 1 | 4.8% | |
| 19 | 1 | 4.8% | |
| 18 | 1 | 4.8% | |
| 17 | 1 | 4.8% | |
| 16 | 1 | 4.8% | |
| 15 | 1 | 4.8% | |
| 14 | 1 | 4.8% | |
| 13 | 1 | 4.8% |
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 296.0 B |
| Campania | 1 |
|---|---|
| Piemonte | 1 |
| Puglia | 1 |
| Friuli Venezia Giulia | 1 |
| Basilicata | 1 |
| Other values (16) |
| Value | Count | Frequency (%) | |
| Campania | 1 | 4.8% | |
| Piemonte | 1 | 4.8% | |
| Puglia | 1 | 4.8% | |
| Friuli Venezia Giulia | 1 | 4.8% | |
| Basilicata | 1 | 4.8% | |
| Umbria | 1 | 4.8% | |
| Toscana | 1 | 4.8% | |
| Marche | 1 | 4.8% | |
| Lazio | 1 | 4.8% | |
| P.A. Trento | 1 | 4.8% | |
| Emilia-Romagna | 1 | 4.8% | |
| Sicilia | 1 | 4.8% | |
| Liguria | 1 | 4.8% | |
| Calabria | 1 | 4.8% | |
| P.A. Bolzano | 1 | 4.8% | |
| Valle d'Aosta | 1 | 4.8% | |
| Abruzzo | 1 | 4.8% | |
| Sardegna | 1 | 4.8% | |
| Veneto | 1 | 4.8% | |
| Lombardia | 1 | 4.8% | |
| Molise | 1 | 4.8% |
Frequencies of value counts
Unique
| Unique | 21 ? |
|---|---|
| Unique (%) | 100.0% |
Histogram of lengths of the category
Length
| Max length | 21 |
|---|---|
| Median length | 8 |
| Mean length | 8.80952381 |
| Min length | 5 |
Most occurring characters
| Value | Count | Frequency (%) | |
| a | 29 | 15.7% | |
| i | 22 | 11.9% | |
| o | 12 | 6.5% | |
| l | 11 | 5.9% | |
| e | 11 | 5.9% | |
| r | 9 | 4.9% | |
| n | 9 | 4.9% | |
| m | 6 | 3.2% | |
| u | 5 | 2.7% | |
| z | 5 | 2.7% | |
| t | 5 | 2.7% | |
| 5 | 2.7% | ||
| A | 4 | 2.2% | |
| b | 4 | 2.2% | |
| s | 4 | 2.2% | |
| c | 4 | 2.2% | |
| g | 4 | 2.2% | |
| P | 4 | 2.2% | |
| . | 4 | 2.2% | |
| V | 3 | 1.6% | |
| L | 3 | 1.6% | |
| d | 3 | 1.6% | |
| B | 2 | 1.1% | |
| C | 2 | 1.1% | |
| M | 2 | 1.1% | |
| Other values (11) | 13 | 7.0% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 145 | 78.4% | |
| Uppercase Letter | 29 | 15.7% | |
| Space Separator | 5 | 2.7% | |
| Other Punctuation | 5 | 2.7% | |
| Dash Punctuation | 1 | 0.5% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| A | 4 | 13.8% | |
| P | 4 | 13.8% | |
| V | 3 | 10.3% | |
| L | 3 | 10.3% | |
| B | 2 | 6.9% | |
| C | 2 | 6.9% | |
| M | 2 | 6.9% | |
| T | 2 | 6.9% | |
| S | 2 | 6.9% | |
| E | 1 | 3.4% | |
| R | 1 | 3.4% | |
| F | 1 | 3.4% | |
| G | 1 | 3.4% | |
| U | 1 | 3.4% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| a | 29 | 20.0% | |
| i | 22 | 15.2% | |
| o | 12 | 8.3% | |
| l | 11 | 7.6% | |
| e | 11 | 7.6% | |
| r | 9 | 6.2% | |
| n | 9 | 6.2% | |
| m | 6 | 4.1% | |
| u | 5 | 3.4% | |
| z | 5 | 3.4% | |
| t | 5 | 3.4% | |
| b | 4 | 2.8% | |
| s | 4 | 2.8% | |
| c | 4 | 2.8% | |
| g | 4 | 2.8% | |
| d | 3 | 2.1% | |
| p | 1 | 0.7% | |
| h | 1 | 0.7% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 1 | 100.0% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 5 | 100.0% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| . | 4 | 80.0% | |
| ' | 1 | 20.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 174 | 94.1% | |
| Common | 11 | 5.9% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| a | 29 | 16.7% | |
| i | 22 | 12.6% | |
| o | 12 | 6.9% | |
| l | 11 | 6.3% | |
| e | 11 | 6.3% | |
| r | 9 | 5.2% | |
| n | 9 | 5.2% | |
| m | 6 | 3.4% | |
| u | 5 | 2.9% | |
| z | 5 | 2.9% | |
| t | 5 | 2.9% | |
| A | 4 | 2.3% | |
| b | 4 | 2.3% | |
| s | 4 | 2.3% | |
| c | 4 | 2.3% | |
| g | 4 | 2.3% | |
| P | 4 | 2.3% | |
| V | 3 | 1.7% | |
| L | 3 | 1.7% | |
| d | 3 | 1.7% | |
| B | 2 | 1.1% | |
| C | 2 | 1.1% | |
| M | 2 | 1.1% | |
| T | 2 | 1.1% | |
| S | 2 | 1.1% | |
| Other values (7) | 7 | 4.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 5 | 45.5% | ||
| . | 4 | 36.4% | |
| - | 1 | 9.1% | |
| ' | 1 | 9.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 185 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| a | 29 | 15.7% | |
| i | 22 | 11.9% | |
| o | 12 | 6.5% | |
| l | 11 | 5.9% | |
| e | 11 | 5.9% | |
| r | 9 | 4.9% | |
| n | 9 | 4.9% | |
| m | 6 | 3.2% | |
| u | 5 | 2.7% | |
| z | 5 | 2.7% | |
| t | 5 | 2.7% | |
| 5 | 2.7% | ||
| A | 4 | 2.2% | |
| b | 4 | 2.2% | |
| s | 4 | 2.2% | |
| c | 4 | 2.2% | |
| g | 4 | 2.2% | |
| P | 4 | 2.2% | |
| . | 4 | 2.2% | |
| V | 3 | 1.6% | |
| L | 3 | 1.6% | |
| d | 3 | 1.6% | |
| B | 2 | 1.1% | |
| C | 2 | 1.1% | |
| M | 2 | 1.1% | |
| Other values (11) | 13 | 7.0% |
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.04629272 |
|---|---|
| Minimum | 38.11569725 |
| Maximum | 46.49933453 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 296.0 B |
Quantile statistics
| Minimum | 38.11569725 |
|---|---|
| 5-th percentile | 38.90597598 |
| Q1 | 41.12559576 |
| median | 43.61675973 |
| Q3 | 45.43490485 |
| 95-th percentile | 46.06893511 |
| Maximum | 46.49933453 |
| Range | 8.38363728 |
| Interquartile range (IQR) | 4.30930909 |
Descriptive statistics
| Standard deviation | 2.550241402 |
|---|---|
| Coefficient of variation (CV) | 0.05924415881 |
| Kurtosis | -0.9632761915 |
| Mean | 43.04629272 |
| Median Absolute Deviation (MAD) | 2.03267567 |
| Skewness | -0.4524948372 |
| Sum | 903.9721471 |
| Variance | 6.50373121 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) | |
| 45.6494354 | 1 | 4.8% | |
| 40.83956555 | 1 | 4.8% | |
| 44.41149315 | 1 | 4.8% | |
| 39.21531192 | 1 | 4.8% | |
| 43.10675841 | 1 | 4.8% | |
| 43.61675973 | 1 | 4.8% | |
| 44.49436681 | 1 | 4.8% | |
| 41.55774754 | 1 | 4.8% | |
| 46.06893511 | 1 | 4.8% | |
| 45.0732745 | 1 | 4.8% | |
| 45.46679409 | 1 | 4.8% | |
| 46.49933453 | 1 | 4.8% | |
| 40.63947052 | 1 | 4.8% | |
| 45.73750286 | 1 | 4.8% | |
| 41.12559576 | 1 | 4.8% | |
| 43.76923077 | 1 | 4.8% | |
| 41.89277044 | 1 | 4.8% | |
| 42.35122196 | 1 | 4.8% | |
| 38.90597598 | 1 | 4.8% | |
| 38.11569725 | 1 | 4.8% | |
| 45.43490485 | 1 | 4.8% |
| Value | Count | Frequency (%) | |
| 38.11569725 | 1 | 4.8% | |
| 38.90597598 | 1 | 4.8% | |
| 39.21531192 | 1 | 4.8% | |
| 40.63947052 | 1 | 4.8% | |
| 40.83956555 | 1 | 4.8% | |
| 41.12559576 | 1 | 4.8% | |
| 41.55774754 | 1 | 4.8% | |
| 41.89277044 | 1 | 4.8% | |
| 42.35122196 | 1 | 4.8% | |
| 43.10675841 | 1 | 4.8% |
| Value | Count | Frequency (%) | |
| 46.49933453 | 1 | 4.8% | |
| 46.06893511 | 1 | 4.8% | |
| 45.73750286 | 1 | 4.8% | |
| 45.6494354 | 1 | 4.8% | |
| 45.46679409 | 1 | 4.8% | |
| 45.43490485 | 1 | 4.8% | |
| 45.0732745 | 1 | 4.8% | |
| 44.49436681 | 1 | 4.8% | |
| 44.41149315 | 1 | 4.8% | |
| 43.76923077 | 1 | 4.8% |
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.22595548 |
|---|---|
| Minimum | 7.320149366 |
| Maximum | 16.86736689 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 296.0 B |
Quantile statistics
| Minimum | 7.320149366 |
|---|---|
| 5-th percentile | 7.680687483 |
| Q1 | 11.12123097 |
| median | 12.38824698 |
| Q3 | 13.76813649 |
| 95-th percentile | 16.59440194 |
| Maximum | 16.86736689 |
| Range | 9.547217524 |
| Interquartile range (IQR) | 2.64690552 |
Descriptive statistics
| Standard deviation | 2.724610671 |
|---|---|
| Coefficient of variation (CV) | 0.2228546206 |
| Kurtosis | -0.6130741795 |
| Mean | 12.22595548 |
| Median Absolute Deviation (MAD) | 1.37988951 |
| Skewness | -0.1329549478 |
| Sum | 256.7450652 |
| Variance | 7.42350331 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) | |
| 7.320149366 | 1 | 4.8% | |
| 13.5188753 | 1 | 4.8% | |
| 9.110616306 | 1 | 4.8% | |
| 9.190347404 | 1 | 4.8% | |
| 16.59440194 | 1 | 4.8% | |
| 15.80514834 | 1 | 4.8% | |
| 13.3623567 | 1 | 4.8% | |
| 11.12123097 | 1 | 4.8% | |
| 11.3417208 | 1 | 4.8% | |
| 12.38824698 | 1 | 4.8% | |
| 14.65916051 | 1 | 4.8% | |
| 12.48366722 | 1 | 4.8% | |
| 13.76813649 | 1 | 4.8% | |
| 11.35662422 | 1 | 4.8% | |
| 11.25588885 | 1 | 4.8% | |
| 7.680687483 | 1 | 4.8% | |
| 14.25084984 | 1 | 4.8% | |
| 12.33845213 | 1 | 4.8% | |
| 8.9326992 | 1 | 4.8% | |
| 13.39843823 | 1 | 4.8% | |
| 16.86736689 | 1 | 4.8% |
| Value | Count | Frequency (%) | |
| 7.320149366 | 1 | 4.8% | |
| 7.680687483 | 1 | 4.8% | |
| 8.9326992 | 1 | 4.8% | |
| 9.110616306 | 1 | 4.8% | |
| 9.190347404 | 1 | 4.8% | |
| 11.12123097 | 1 | 4.8% | |
| 11.25588885 | 1 | 4.8% | |
| 11.3417208 | 1 | 4.8% | |
| 11.35662422 | 1 | 4.8% | |
| 12.33845213 | 1 | 4.8% |
| Value | Count | Frequency (%) | |
| 16.86736689 | 1 | 4.8% | |
| 16.59440194 | 1 | 4.8% | |
| 15.80514834 | 1 | 4.8% | |
| 14.65916051 | 1 | 4.8% | |
| 14.25084984 | 1 | 4.8% | |
| 13.76813649 | 1 | 4.8% | |
| 13.5188753 | 1 | 4.8% | |
| 13.39843823 | 1 | 4.8% | |
| 13.3623567 | 1 | 4.8% | |
| 12.48366722 | 1 | 4.8% |
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1259.047619 |
|---|---|
| Minimum | 39 |
| Maximum | 6225 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 296.0 B |
Quantile statistics
| Minimum | 39 |
|---|---|
| 5-th percentile | 102 |
| Q1 | 301 |
| median | 493 |
| Q3 | 1474 |
| 95-th percentile | 4367 |
| Maximum | 6225 |
| Range | 6186 |
| Interquartile range (IQR) | 1173 |
Descriptive statistics
| Standard deviation | 1544.528325 |
|---|---|
| Coefficient of variation (CV) | 1.226743375 |
| Kurtosis | 4.998073514 |
| Mean | 1259.047619 |
| Median Absolute Deviation (MAD) | 391 |
| Skewness | 2.176431487 |
| Sum | 26440 |
| Variance | 2385567.748 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) | |
| 255 | 1 | 4.8% | |
| 1474 | 1 | 4.8% | |
| 353 | 1 | 4.8% | |
| 493 | 1 | 4.8% | |
| 400 | 1 | 4.8% | |
| 484 | 1 | 4.8% | |
| 102 | 1 | 4.8% | |
| 39 | 1 | 4.8% | |
| 233 | 1 | 4.8% | |
| 158 | 1 | 4.8% | |
| 1836 | 1 | 4.8% | |
| 2686 | 1 | 4.8% | |
| 301 | 1 | 4.8% | |
| 398 | 1 | 4.8% | |
| 4367 | 1 | 4.8% | |
| 880 | 1 | 4.8% | |
| 6225 | 1 | 4.8% | |
| 1334 | 1 | 4.8% | |
| 1817 | 1 | 4.8% | |
| 1250 | 1 | 4.8% | |
| 1355 | 1 | 4.8% |
| Value | Count | Frequency (%) | |
| 39 | 1 | 4.8% | |
| 102 | 1 | 4.8% | |
| 158 | 1 | 4.8% | |
| 233 | 1 | 4.8% | |
| 255 | 1 | 4.8% | |
| 301 | 1 | 4.8% | |
| 353 | 1 | 4.8% | |
| 398 | 1 | 4.8% | |
| 400 | 1 | 4.8% | |
| 484 | 1 | 4.8% |
| Value | Count | Frequency (%) | |
| 6225 | 1 | 4.8% | |
| 4367 | 1 | 4.8% | |
| 2686 | 1 | 4.8% | |
| 1836 | 1 | 4.8% | |
| 1817 | 1 | 4.8% | |
| 1474 | 1 | 4.8% | |
| 1355 | 1 | 4.8% | |
| 1334 | 1 | 4.8% | |
| 1250 | 1 | 4.8% | |
| 880 | 1 | 4.8% |
| Distinct | 20 |
|---|---|
| Distinct (%) | 95.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 130.9047619 |
|---|---|
| Minimum | 7 |
| Maximum | 650 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 296.0 B |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 14 |
| Q1 | 39 |
| median | 69 |
| Q3 | 186 |
| 95-th percentile | 304 |
| Maximum | 650 |
| Range | 643 |
| Interquartile range (IQR) | 147 |
Descriptive statistics
| Standard deviation | 148.3175326 |
|---|---|
| Coefficient of variation (CV) | 1.133018619 |
| Kurtosis | 6.950829734 |
| Mean | 130.9047619 |
| Median Absolute Deviation (MAD) | 54 |
| Skewness | 2.315001219 |
| Sum | 2749 |
| Variance | 21998.09048 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) | |
| 16 | 2 | 9.5% | |
| 226 | 1 | 4.8% | |
| 39 | 1 | 4.8% | |
| 69 | 1 | 4.8% | |
| 7 | 1 | 4.8% | |
| 650 | 1 | 4.8% | |
| 43 | 1 | 4.8% | |
| 45 | 1 | 4.8% | |
| 14 | 1 | 4.8% | |
| 177 | 1 | 4.8% | |
| 304 | 1 | 4.8% | |
| 81 | 1 | 4.8% | |
| 20 | 1 | 4.8% | |
| 62 | 1 | 4.8% | |
| 55 | 1 | 4.8% | |
| 237 | 1 | 4.8% | |
| 185 | 1 | 4.8% | |
| 186 | 1 | 4.8% | |
| 123 | 1 | 4.8% | |
| 194 | 1 | 4.8% |
| Value | Count | Frequency (%) | |
| 7 | 1 | 4.8% | |
| 14 | 1 | 4.8% | |
| 16 | 2 | 9.5% | |
| 20 | 1 | 4.8% | |
| 39 | 1 | 4.8% | |
| 43 | 1 | 4.8% | |
| 45 | 1 | 4.8% | |
| 55 | 1 | 4.8% | |
| 62 | 1 | 4.8% | |
| 69 | 1 | 4.8% |
| Value | Count | Frequency (%) | |
| 650 | 1 | 4.8% | |
| 304 | 1 | 4.8% | |
| 237 | 1 | 4.8% | |
| 226 | 1 | 4.8% | |
| 194 | 1 | 4.8% | |
| 186 | 1 | 4.8% | |
| 185 | 1 | 4.8% | |
| 177 | 1 | 4.8% | |
| 123 | 1 | 4.8% | |
| 81 | 1 | 4.8% |
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1389.952381 |
|---|---|
| Minimum | 46 |
| Maximum | 6875 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 296.0 B |
Quantile statistics
| Minimum | 46 |
|---|---|
| 5-th percentile | 118 |
| Q1 | 346 |
| median | 562 |
| Q3 | 1700 |
| 95-th percentile | 4671 |
| Maximum | 6875 |
| Range | 6829 |
| Interquartile range (IQR) | 1354 |
Descriptive statistics
| Standard deviation | 1687.635994 |
|---|---|
| Coefficient of variation (CV) | 1.21416821 |
| Kurtosis | 5.175375031 |
| Mean | 1389.952381 |
| Median Absolute Deviation (MAD) | 444 |
| Skewness | 2.187878396 |
| Sum | 29189 |
| Variance | 2848115.248 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) | |
| 4671 | 1 | 4.8% | |
| 2030 | 1 | 4.8% | |
| 1700 | 1 | 4.8% | |
| 1540 | 1 | 4.8% | |
| 1415 | 1 | 4.8% | |
| 455 | 1 | 4.8% | |
| 275 | 1 | 4.8% | |
| 415 | 1 | 4.8% | |
| 2923 | 1 | 4.8% | |
| 172 | 1 | 4.8% | |
| 527 | 1 | 4.8% | |
| 1427 | 1 | 4.8% | |
| 1003 | 1 | 4.8% | |
| 562 | 1 | 4.8% | |
| 2003 | 1 | 4.8% | |
| 437 | 1 | 4.8% | |
| 118 | 1 | 4.8% | |
| 249 | 1 | 4.8% | |
| 346 | 1 | 4.8% | |
| 6875 | 1 | 4.8% | |
| 46 | 1 | 4.8% |
| Value | Count | Frequency (%) | |
| 46 | 1 | 4.8% | |
| 118 | 1 | 4.8% | |
| 172 | 1 | 4.8% | |
| 249 | 1 | 4.8% | |
| 275 | 1 | 4.8% | |
| 346 | 1 | 4.8% | |
| 415 | 1 | 4.8% | |
| 437 | 1 | 4.8% | |
| 455 | 1 | 4.8% | |
| 527 | 1 | 4.8% |
| Value | Count | Frequency (%) | |
| 6875 | 1 | 4.8% | |
| 4671 | 1 | 4.8% | |
| 2923 | 1 | 4.8% | |
| 2030 | 1 | 4.8% | |
| 2003 | 1 | 4.8% | |
| 1700 | 1 | 4.8% | |
| 1540 | 1 | 4.8% | |
| 1427 | 1 | 4.8% | |
| 1415 | 1 | 4.8% | |
| 1003 | 1 | 4.8% |
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25211.7619 |
|---|---|
| Minimum | 1596 |
| Maximum | 125535 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 296.0 B |
Quantile statistics
| Minimum | 1596 |
|---|---|
| 5-th percentile | 2000 |
| Q1 | 7295 |
| median | 9679 |
| Q3 | 41747 |
| 95-th percentile | 67649 |
| Maximum | 125535 |
| Range | 123939 |
| Interquartile range (IQR) | 34452 |
Descriptive statistics
| Standard deviation | 30427.36511 |
|---|---|
| Coefficient of variation (CV) | 1.206871825 |
| Kurtosis | 4.958576292 |
| Mean | 25211.7619 |
| Median Absolute Deviation (MAD) | 7201 |
| Skewness | 2.046329718 |
| Sum | 529447 |
| Variance | 925824547.4 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) | |
| 7295 | 1 | 4.8% | |
| 9679 | 1 | 4.8% | |
| 49430 | 1 | 4.8% | |
| 4771 | 1 | 4.8% | |
| 8804 | 1 | 4.8% | |
| 9385 | 1 | 4.8% | |
| 48455 | 1 | 4.8% | |
| 2536 | 1 | 4.8% | |
| 7972 | 1 | 4.8% | |
| 35822 | 1 | 4.8% | |
| 2000 | 1 | 4.8% | |
| 7550 | 1 | 4.8% | |
| 10993 | 1 | 4.8% | |
| 125535 | 1 | 4.8% | |
| 2478 | 1 | 4.8% | |
| 41747 | 1 | 4.8% | |
| 49526 | 1 | 4.8% | |
| 16184 | 1 | 4.8% | |
| 20040 | 1 | 4.8% | |
| 1596 | 1 | 4.8% | |
| 67649 | 1 | 4.8% |
| Value | Count | Frequency (%) | |
| 1596 | 1 | 4.8% | |
| 2000 | 1 | 4.8% | |
| 2478 | 1 | 4.8% | |
| 2536 | 1 | 4.8% | |
| 4771 | 1 | 4.8% | |
| 7295 | 1 | 4.8% | |
| 7550 | 1 | 4.8% | |
| 7972 | 1 | 4.8% | |
| 8804 | 1 | 4.8% | |
| 9385 | 1 | 4.8% |
| Value | Count | Frequency (%) | |
| 125535 | 1 | 4.8% | |
| 67649 | 1 | 4.8% | |
| 49526 | 1 | 4.8% | |
| 49430 | 1 | 4.8% | |
| 48455 | 1 | 4.8% | |
| 41747 | 1 | 4.8% | |
| 35822 | 1 | 4.8% | |
| 20040 | 1 | 4.8% | |
| 16184 | 1 | 4.8% | |
| 10993 | 1 | 4.8% |
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26601.71429 |
|---|---|
| Minimum | 1642 |
| Maximum | 132410 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 296.0 B |
Quantile statistics
| Minimum | 1642 |
|---|---|
| 5-th percentile | 2172 |
| Q1 | 7641 |
| median | 10241 |
| Q3 | 43447 |
| 95-th percentile | 69652 |
| Maximum | 132410 |
| Range | 130768 |
| Interquartile range (IQR) | 35806 |
Descriptive statistics
| Standard deviation | 31982.10567 |
|---|---|
| Coefficient of variation (CV) | 1.202257318 |
| Kurtosis | 5.041375532 |
| Mean | 26601.71429 |
| Median Absolute Deviation (MAD) | 7587 |
| Skewness | 2.054894224 |
| Sum | 558636 |
| Variance | 1022855083 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) | |
| 2654 | 1 | 4.8% | |
| 7987 | 1 | 4.8% | |
| 10241 | 1 | 4.8% | |
| 2753 | 1 | 4.8% | |
| 43447 | 1 | 4.8% | |
| 9800 | 1 | 4.8% | |
| 2172 | 1 | 4.8% | |
| 1642 | 1 | 4.8% | |
| 8427 | 1 | 4.8% | |
| 50970 | 1 | 4.8% | |
| 51378 | 1 | 4.8% | |
| 5020 | 1 | 4.8% | |
| 9331 | 1 | 4.8% | |
| 69652 | 1 | 4.8% | |
| 54197 | 1 | 4.8% | |
| 37852 | 1 | 4.8% | |
| 12408 | 1 | 4.8% | |
| 7641 | 1 | 4.8% | |
| 132410 | 1 | 4.8% | |
| 21467 | 1 | 4.8% | |
| 17187 | 1 | 4.8% |
| Value | Count | Frequency (%) | |
| 1642 | 1 | 4.8% | |
| 2172 | 1 | 4.8% | |
| 2654 | 1 | 4.8% | |
| 2753 | 1 | 4.8% | |
| 5020 | 1 | 4.8% | |
| 7641 | 1 | 4.8% | |
| 7987 | 1 | 4.8% | |
| 8427 | 1 | 4.8% | |
| 9331 | 1 | 4.8% | |
| 9800 | 1 | 4.8% |
| Value | Count | Frequency (%) | |
| 132410 | 1 | 4.8% | |
| 69652 | 1 | 4.8% | |
| 54197 | 1 | 4.8% | |
| 51378 | 1 | 4.8% | |
| 50970 | 1 | 4.8% | |
| 43447 | 1 | 4.8% | |
| 37852 | 1 | 4.8% | |
| 21467 | 1 | 4.8% | |
| 17187 | 1 | 4.8% | |
| 12408 | 1 | 4.8% |
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1242.857143 |
|---|---|
| Minimum | -9 |
| Maximum | 4781 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 296.0 B |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | 85 |
| Q1 | 281 |
| median | 436 |
| Q3 | 2203 |
| 95-th percentile | 4146 |
| Maximum | 4781 |
| Range | 4790 |
| Interquartile range (IQR) | 1922 |
Descriptive statistics
| Standard deviation | 1446.943651 |
|---|---|
| Coefficient of variation (CV) | 1.164207535 |
| Kurtosis | 0.5768657018 |
| Mean | 1242.857143 |
| Median Absolute Deviation (MAD) | 294 |
| Skewness | 1.303424349 |
| Sum | 26100 |
| Variance | 2093645.929 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) | |
| 414 | 1 | 4.8% | |
| 300 | 1 | 4.8% | |
| 507 | 1 | 4.8% | |
| 614 | 1 | 4.8% | |
| 356 | 1 | 4.8% | |
| 730 | 1 | 4.8% | |
| 2342 | 1 | 4.8% | |
| 135 | 1 | 4.8% | |
| 1864 | 1 | 4.8% | |
| -9 | 1 | 4.8% | |
| 4781 | 1 | 4.8% | |
| 2203 | 1 | 4.8% | |
| 430 | 1 | 4.8% | |
| 239 | 1 | 4.8% | |
| 3313 | 1 | 4.8% | |
| 4146 | 1 | 4.8% | |
| 436 | 1 | 4.8% | |
| 85 | 1 | 4.8% | |
| 281 | 1 | 4.8% | |
| 2708 | 1 | 4.8% | |
| 225 | 1 | 4.8% |
| Value | Count | Frequency (%) | |
| -9 | 1 | 4.8% | |
| 85 | 1 | 4.8% | |
| 135 | 1 | 4.8% | |
| 225 | 1 | 4.8% | |
| 239 | 1 | 4.8% | |
| 281 | 1 | 4.8% | |
| 300 | 1 | 4.8% | |
| 356 | 1 | 4.8% | |
| 414 | 1 | 4.8% | |
| 430 | 1 | 4.8% |
| Value | Count | Frequency (%) | |
| 4781 | 1 | 4.8% | |
| 4146 | 1 | 4.8% | |
| 3313 | 1 | 4.8% | |
| 2708 | 1 | 4.8% | |
| 2342 | 1 | 4.8% | |
| 2203 | 1 | 4.8% | |
| 1864 | 1 | 4.8% | |
| 730 | 1 | 4.8% | |
| 614 | 1 | 4.8% | |
| 507 | 1 | 4.8% |
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1553.142857 |
|---|---|
| Minimum | 55 |
| Maximum | 6318 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 296.0 B |
Quantile statistics
| Minimum | 55 |
|---|---|
| 5-th percentile | 91 |
| Q1 | 424 |
| median | 766 |
| Q3 | 2479 |
| 95-th percentile | 4601 |
| Maximum | 6318 |
| Range | 6263 |
| Interquartile range (IQR) | 2055 |
Descriptive statistics
| Standard deviation | 1725.957134 |
|---|---|
| Coefficient of variation (CV) | 1.11126747 |
| Kurtosis | 1.579957059 |
| Mean | 1553.142857 |
| Median Absolute Deviation (MAD) | 520 |
| Skewness | 1.477740624 |
| Sum | 32616 |
| Variance | 2978928.029 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) | |
| 766 | 1 | 4.8% | |
| 424 | 1 | 4.8% | |
| 3362 | 1 | 4.8% | |
| 502 | 1 | 4.8% | |
| 359 | 1 | 4.8% | |
| 584 | 1 | 4.8% | |
| 3884 | 1 | 4.8% | |
| 781 | 1 | 4.8% | |
| 6318 | 1 | 4.8% | |
| 2479 | 1 | 4.8% | |
| 55 | 1 | 4.8% | |
| 182 | 1 | 4.8% | |
| 886 | 1 | 4.8% | |
| 2489 | 1 | 4.8% | |
| 246 | 1 | 4.8% | |
| 504 | 1 | 4.8% | |
| 2360 | 1 | 4.8% | |
| 4601 | 1 | 4.8% | |
| 1083 | 1 | 4.8% | |
| 91 | 1 | 4.8% | |
| 660 | 1 | 4.8% |
| Value | Count | Frequency (%) | |
| 55 | 1 | 4.8% | |
| 91 | 1 | 4.8% | |
| 182 | 1 | 4.8% | |
| 246 | 1 | 4.8% | |
| 359 | 1 | 4.8% | |
| 424 | 1 | 4.8% | |
| 502 | 1 | 4.8% | |
| 504 | 1 | 4.8% | |
| 584 | 1 | 4.8% | |
| 660 | 1 | 4.8% |
| Value | Count | Frequency (%) | |
| 6318 | 1 | 4.8% | |
| 4601 | 1 | 4.8% | |
| 3884 | 1 | 4.8% | |
| 3362 | 1 | 4.8% | |
| 2489 | 1 | 4.8% | |
| 2479 | 1 | 4.8% | |
| 2360 | 1 | 4.8% | |
| 1083 | 1 | 4.8% | |
| 886 | 1 | 4.8% | |
| 781 | 1 | 4.8% |
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15955.90476 |
|---|---|
| Minimum | 752 |
| Maximum | 110001 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 296.0 B |
Quantile statistics
| Minimum | 752 |
|---|---|
| 5-th percentile | 805 |
| Q1 | 4592 |
| median | 7668 |
| Q3 | 17938 |
| 95-th percentile | 38953 |
| Maximum | 110001 |
| Range | 109249 |
| Interquartile range (IQR) | 13346 |
Descriptive statistics
| Standard deviation | 23876.36924 |
|---|---|
| Coefficient of variation (CV) | 1.496397076 |
| Kurtosis | 12.87212427 |
| Mean | 15955.90476 |
| Median Absolute Deviation (MAD) | 5363 |
| Skewness | 3.352890689 |
| Sum | 335074 |
| Variance | 570081007.9 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) | |
| 13023 | 1 | 4.8% | |
| 4592 | 1 | 4.8% | |
| 28740 | 1 | 4.8% | |
| 805 | 1 | 4.8% | |
| 9128 | 1 | 4.8% | |
| 38953 | 1 | 4.8% | |
| 7498 | 1 | 4.8% | |
| 25725 | 1 | 4.8% | |
| 6636 | 1 | 4.8% | |
| 752 | 1 | 4.8% | |
| 110001 | 1 | 4.8% | |
| 4798 | 1 | 4.8% | |
| 17938 | 1 | 4.8% | |
| 7668 | 1 | 4.8% | |
| 1758 | 1 | 4.8% | |
| 4951 | 1 | 4.8% | |
| 16441 | 1 | 4.8% | |
| 22106 | 1 | 4.8% | |
| 3579 | 1 | 4.8% | |
| 7677 | 1 | 4.8% | |
| 2305 | 1 | 4.8% |
| Value | Count | Frequency (%) | |
| 752 | 1 | 4.8% | |
| 805 | 1 | 4.8% | |
| 1758 | 1 | 4.8% | |
| 2305 | 1 | 4.8% | |
| 3579 | 1 | 4.8% | |
| 4592 | 1 | 4.8% | |
| 4798 | 1 | 4.8% | |
| 4951 | 1 | 4.8% | |
| 6636 | 1 | 4.8% | |
| 7498 | 1 | 4.8% |
| Value | Count | Frequency (%) | |
| 110001 | 1 | 4.8% | |
| 38953 | 1 | 4.8% | |
| 28740 | 1 | 4.8% | |
| 25725 | 1 | 4.8% | |
| 22106 | 1 | 4.8% | |
| 17938 | 1 | 4.8% | |
| 16441 | 1 | 4.8% | |
| 13023 | 1 | 4.8% | |
| 9128 | 1 | 4.8% | |
| 7677 | 1 | 4.8% |
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1971.142857 |
|---|---|
| Minimum | 48 |
| Maximum | 18343 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 296.0 B |
Quantile statistics
| Minimum | 48 |
|---|---|
| 5-th percentile | 64 |
| Q1 | 255 |
| median | 676 |
| Q3 | 1561 |
| 95-th percentile | 4816 |
| Maximum | 18343 |
| Range | 18295 |
| Interquartile range (IQR) | 1306 |
Descriptive statistics
| Standard deviation | 3988.89282 |
|---|---|
| Coefficient of variation (CV) | 2.023644712 |
| Kurtosis | 15.71496993 |
| Mean | 1971.142857 |
| Median Absolute Deviation (MAD) | 488 |
| Skewness | 3.808401186 |
| Sum | 41394 |
| Variance | 15911265.93 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) | |
| 255 | 1 | 4.8% | |
| 2574 | 1 | 4.8% | |
| 451 | 1 | 4.8% | |
| 676 | 1 | 4.8% | |
| 1413 | 1 | 4.8% | |
| 837 | 1 | 4.8% | |
| 18343 | 1 | 4.8% | |
| 4629 | 1 | 4.8% | |
| 140 | 1 | 4.8% | |
| 1050 | 1 | 4.8% | |
| 4816 | 1 | 4.8% | |
| 205 | 1 | 4.8% | |
| 465 | 1 | 4.8% | |
| 188 | 1 | 4.8% | |
| 596 | 1 | 4.8% | |
| 341 | 1 | 4.8% | |
| 48 | 1 | 4.8% | |
| 1561 | 1 | 4.8% | |
| 826 | 1 | 4.8% | |
| 1916 | 1 | 4.8% | |
| 64 | 1 | 4.8% |
| Value | Count | Frequency (%) | |
| 48 | 1 | 4.8% | |
| 64 | 1 | 4.8% | |
| 140 | 1 | 4.8% | |
| 188 | 1 | 4.8% | |
| 205 | 1 | 4.8% | |
| 255 | 1 | 4.8% | |
| 341 | 1 | 4.8% | |
| 451 | 1 | 4.8% | |
| 465 | 1 | 4.8% | |
| 596 | 1 | 4.8% |
| Value | Count | Frequency (%) | |
| 18343 | 1 | 4.8% | |
| 4816 | 1 | 4.8% | |
| 4629 | 1 | 4.8% | |
| 2574 | 1 | 4.8% | |
| 1916 | 1 | 4.8% | |
| 1561 | 1 | 4.8% | |
| 1413 | 1 | 4.8% | |
| 1050 | 1 | 4.8% | |
| 837 | 1 | 4.8% | |
| 826 | 1 | 4.8% |
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28638.2381 |
|---|---|
| Minimum | 1231 |
| Maximum | 201314 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 296.0 B |
Quantile statistics
| Minimum | 1231 |
|---|---|
| 5-th percentile | 1275 |
| Q1 | 4760 |
| median | 13126 |
| Q3 | 26082 |
| 95-th percentile | 84257 |
| Maximum | 201314 |
| Range | 200083 |
| Interquartile range (IQR) | 21322 |
Descriptive statistics
| Standard deviation | 44816.88099 |
|---|---|
| Coefficient of variation (CV) | 1.564931503 |
| Kurtosis | 11.60222555 |
| Mean | 28638.2381 |
| Median Absolute Deviation (MAD) | 9492 |
| Skewness | 3.191577664 |
| Sum | 601403 |
| Variance | 2008552822 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) | |
| 7615 | 1 | 4.8% | |
| 42321 | 1 | 4.8% | |
| 201314 | 1 | 4.8% | |
| 13126 | 1 | 4.8% | |
| 18600 | 1 | 4.8% | |
| 3634 | 1 | 4.8% | |
| 48938 | 1 | 4.8% | |
| 4760 | 1 | 4.8% | |
| 25326 | 1 | 4.8% | |
| 1231 | 1 | 4.8% | |
| 19378 | 1 | 4.8% | |
| 4189 | 1 | 4.8% | |
| 12787 | 1 | 4.8% | |
| 6004 | 1 | 4.8% | |
| 20086 | 1 | 4.8% | |
| 2392 | 1 | 4.8% | |
| 50905 | 1 | 4.8% | |
| 7183 | 1 | 4.8% | |
| 1275 | 1 | 4.8% | |
| 26082 | 1 | 4.8% | |
| 84257 | 1 | 4.8% |
| Value | Count | Frequency (%) | |
| 1231 | 1 | 4.8% | |
| 1275 | 1 | 4.8% | |
| 2392 | 1 | 4.8% | |
| 3634 | 1 | 4.8% | |
| 4189 | 1 | 4.8% | |
| 4760 | 1 | 4.8% | |
| 6004 | 1 | 4.8% | |
| 7183 | 1 | 4.8% | |
| 7615 | 1 | 4.8% | |
| 12787 | 1 | 4.8% |
| Value | Count | Frequency (%) | |
| 201314 | 1 | 4.8% | |
| 84257 | 1 | 4.8% | |
| 50905 | 1 | 4.8% | |
| 48938 | 1 | 4.8% | |
| 42321 | 1 | 4.8% | |
| 26082 | 1 | 4.8% | |
| 25326 | 1 | 4.8% | |
| 20086 | 1 | 4.8% | |
| 19378 | 1 | 4.8% | |
| 18600 | 1 | 4.8% |
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15890.52381 |
|---|---|
| Minimum | 0 |
| Maximum | 59440 |
| Zeros | 1 |
| Zeros (%) | 4.8% |
| Memory size | 296.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 50 |
| Q1 | 2292 |
| median | 7501 |
| Q3 | 18518 |
| 95-th percentile | 55458 |
| Maximum | 59440 |
| Range | 59440 |
| Interquartile range (IQR) | 16226 |
Descriptive statistics
| Standard deviation | 19724.99779 |
|---|---|
| Coefficient of variation (CV) | 1.2413057 |
| Kurtosis | 0.5785106014 |
| Mean | 15890.52381 |
| Median Absolute Deviation (MAD) | 5560 |
| Skewness | 1.413606825 |
| Sum | 333701 |
| Variance | 389075537.7 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) | |
| 10750 | 1 | 4.8% | |
| 6190 | 1 | 4.8% | |
| 0 | 1 | 4.8% | |
| 55458 | 1 | 4.8% | |
| 53187 | 1 | 4.8% | |
| 4882 | 1 | 4.8% | |
| 2662 | 1 | 4.8% | |
| 12041 | 1 | 4.8% | |
| 501 | 1 | 4.8% | |
| 11104 | 1 | 4.8% | |
| 22470 | 1 | 4.8% | |
| 189 | 1 | 4.8% | |
| 59440 | 1 | 4.8% | |
| 7501 | 1 | 4.8% | |
| 50 | 1 | 4.8% | |
| 2292 | 1 | 4.8% | |
| 1941 | 1 | 4.8% | |
| 18518 | 1 | 4.8% | |
| 6904 | 1 | 4.8% | |
| 11893 | 1 | 4.8% | |
| 45728 | 1 | 4.8% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 4.8% | |
| 50 | 1 | 4.8% | |
| 189 | 1 | 4.8% | |
| 501 | 1 | 4.8% | |
| 1941 | 1 | 4.8% | |
| 2292 | 1 | 4.8% | |
| 2662 | 1 | 4.8% | |
| 4882 | 1 | 4.8% | |
| 6190 | 1 | 4.8% | |
| 6904 | 1 | 4.8% |
| Value | Count | Frequency (%) | |
| 59440 | 1 | 4.8% | |
| 55458 | 1 | 4.8% | |
| 53187 | 1 | 4.8% | |
| 45728 | 1 | 4.8% | |
| 22470 | 1 | 4.8% | |
| 18518 | 1 | 4.8% | |
| 12041 | 1 | 4.8% | |
| 11893 | 1 | 4.8% | |
| 11104 | 1 | 4.8% | |
| 10750 | 1 | 4.8% |
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44528.7619 |
|---|---|
| Minimum | 2442 |
| Maximum | 260754 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 296.0 B |
Quantile statistics
| Minimum | 2442 |
|---|---|
| 5-th percentile | 3523 |
| Q1 | 12261 |
| median | 18789 |
| Q3 | 65814 |
| 95-th percentile | 97779 |
| Maximum | 260754 |
| Range | 258312 |
| Interquartile range (IQR) | 53553 |
Descriptive statistics
| Standard deviation | 58158.16131 |
|---|---|
| Coefficient of variation (CV) | 1.306080808 |
| Kurtosis | 9.575947159 |
| Mean | 44528.7619 |
| Median Absolute Deviation (MAD) | 14654 |
| Skewness | 2.793802567 |
| Sum | 935104 |
| Variance | 3382371727 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) | |
| 79269 | 1 | 4.8% | |
| 2442 | 1 | 4.8% | |
| 62946 | 1 | 4.8% | |
| 3523 | 1 | 4.8% | |
| 31271 | 1 | 4.8% | |
| 18789 | 1 | 4.8% | |
| 13126 | 1 | 4.8% | |
| 86919 | 1 | 4.8% | |
| 14728 | 1 | 4.8% | |
| 7465 | 1 | 4.8% | |
| 10886 | 1 | 4.8% | |
| 14939 | 1 | 4.8% | |
| 36430 | 1 | 4.8% | |
| 25701 | 1 | 4.8% | |
| 71408 | 1 | 4.8% | |
| 260754 | 1 | 4.8% | |
| 97779 | 1 | 4.8% | |
| 65814 | 1 | 4.8% | |
| 14519 | 1 | 4.8% | |
| 12261 | 1 | 4.8% | |
| 4135 | 1 | 4.8% |
| Value | Count | Frequency (%) | |
| 2442 | 1 | 4.8% | |
| 3523 | 1 | 4.8% | |
| 4135 | 1 | 4.8% | |
| 7465 | 1 | 4.8% | |
| 10886 | 1 | 4.8% | |
| 12261 | 1 | 4.8% | |
| 13126 | 1 | 4.8% | |
| 14519 | 1 | 4.8% | |
| 14728 | 1 | 4.8% | |
| 14939 | 1 | 4.8% |
| Value | Count | Frequency (%) | |
| 260754 | 1 | 4.8% | |
| 97779 | 1 | 4.8% | |
| 86919 | 1 | 4.8% | |
| 79269 | 1 | 4.8% | |
| 71408 | 1 | 4.8% | |
| 65814 | 1 | 4.8% | |
| 62946 | 1 | 4.8% | |
| 36430 | 1 | 4.8% | |
| 31271 | 1 | 4.8% | |
| 25701 | 1 | 4.8% |
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 827367.2857 |
|---|---|
| Minimum | 45323 |
| Maximum | 3256646 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 296.0 B |
Quantile statistics
| Minimum | 45323 |
|---|---|
| 5-th percentile | 69856 |
| Q1 | 298954 |
| median | 486171 |
| Q3 | 1149489 |
| 95-th percentile | 2448503 |
| Maximum | 3256646 |
| Range | 3211323 |
| Interquartile range (IQR) | 850535 |
Descriptive statistics
| Standard deviation | 841944.6288 |
|---|---|
| Coefficient of variation (CV) | 1.01761895 |
| Kurtosis | 2.457299353 |
| Mean | 827367.2857 |
| Median Absolute Deviation (MAD) | 266923 |
| Skewness | 1.635314535 |
| Sum | 17374713 |
| Variance | 7.08870758e+11 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) | |
| 1728477 | 1 | 4.8% | |
| 608364 | 1 | 4.8% | |
| 1646433 | 1 | 4.8% | |
| 293794 | 1 | 4.8% | |
| 256302 | 1 | 4.8% | |
| 45323 | 1 | 4.8% | |
| 2448503 | 1 | 4.8% | |
| 3256646 | 1 | 4.8% | |
| 298954 | 1 | 4.8% | |
| 345496 | 1 | 4.8% | |
| 115374 | 1 | 4.8% | |
| 486171 | 1 | 4.8% | |
| 580815 | 1 | 4.8% | |
| 308944 | 1 | 4.8% | |
| 1149489 | 1 | 4.8% | |
| 753094 | 1 | 4.8% | |
| 329812 | 1 | 4.8% | |
| 1123703 | 1 | 4.8% | |
| 315128 | 1 | 4.8% | |
| 1214035 | 1 | 4.8% | |
| 69856 | 1 | 4.8% |
| Value | Count | Frequency (%) | |
| 45323 | 1 | 4.8% | |
| 69856 | 1 | 4.8% | |
| 115374 | 1 | 4.8% | |
| 256302 | 1 | 4.8% | |
| 293794 | 1 | 4.8% | |
| 298954 | 1 | 4.8% | |
| 308944 | 1 | 4.8% | |
| 315128 | 1 | 4.8% | |
| 329812 | 1 | 4.8% | |
| 345496 | 1 | 4.8% |
| Value | Count | Frequency (%) | |
| 3256646 | 1 | 4.8% | |
| 2448503 | 1 | 4.8% | |
| 1728477 | 1 | 4.8% | |
| 1646433 | 1 | 4.8% | |
| 1214035 | 1 | 4.8% | |
| 1149489 | 1 | 4.8% | |
| 1123703 | 1 | 4.8% | |
| 753094 | 1 | 4.8% | |
| 608364 | 1 | 4.8% | |
| 580815 | 1 | 4.8% |
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 502240.2857 |
|---|---|
| Minimum | 27399 |
| Maximum | 2003397 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 296.0 B |
Quantile statistics
| Minimum | 27399 |
|---|---|
| 5-th percentile | 65390 |
| Q1 | 189320 |
| median | 248706 |
| Q3 | 778735 |
| 95-th percentile | 1341488 |
| Maximum | 2003397 |
| Range | 1975998 |
| Interquartile range (IQR) | 589415 |
Descriptive statistics
| Standard deviation | 496087.1767 |
|---|---|
| Coefficient of variation (CV) | 0.9877486749 |
| Kurtosis | 3.016624186 |
| Mean | 502240.2857 |
| Median Absolute Deviation (MAD) | 183316 |
| Skewness | 1.66956899 |
| Sum | 10547046 |
| Variance | 2.461024869e+11 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) | |
| 193373 | 1 | 4.8% | |
| 778735 | 1 | 4.8% | |
| 202915 | 1 | 4.8% | |
| 2003397 | 1 | 4.8% | |
| 27399 | 1 | 4.8% | |
| 65390 | 1 | 4.8% | |
| 189320 | 1 | 4.8% | |
| 914731 | 1 | 4.8% | |
| 433213 | 1 | 4.8% | |
| 114414 | 1 | 4.8% | |
| 1341488 | 1 | 4.8% | |
| 525013 | 1 | 4.8% | |
| 799345 | 1 | 4.8% | |
| 130323 | 1 | 4.8% | |
| 248373 | 1 | 4.8% | |
| 948701 | 1 | 4.8% | |
| 726199 | 1 | 4.8% | |
| 117848 | 1 | 4.8% | |
| 242297 | 1 | 4.8% | |
| 295866 | 1 | 4.8% | |
| 248706 | 1 | 4.8% |
| Value | Count | Frequency (%) | |
| 27399 | 1 | 4.8% | |
| 65390 | 1 | 4.8% | |
| 114414 | 1 | 4.8% | |
| 117848 | 1 | 4.8% | |
| 130323 | 1 | 4.8% | |
| 189320 | 1 | 4.8% | |
| 193373 | 1 | 4.8% | |
| 202915 | 1 | 4.8% | |
| 242297 | 1 | 4.8% | |
| 248373 | 1 | 4.8% |
| Value | Count | Frequency (%) | |
| 2003397 | 1 | 4.8% | |
| 1341488 | 1 | 4.8% | |
| 948701 | 1 | 4.8% | |
| 914731 | 1 | 4.8% | |
| 799345 | 1 | 4.8% | |
| 778735 | 1 | 4.8% | |
| 726199 | 1 | 4.8% | |
| 525013 | 1 | 4.8% | |
| 433213 | 1 | 4.8% | |
| 295866 | 1 | 4.8% |
| Distinct | 5 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 16 |
| Missing (%) | 76.2% |
| Memory size | 296.0 B |
| per 820 casi non e' disponibile la provenienza | |
|---|---|
| Dal totale dei positivi è stato eliminato 1 caso in quanto paziente non covid. | |
| TOTALE TEST ANTIGENICI RAPIDI EFFETTUATI : 341 - TOTALE TEST ANTIGENICI RAPIDI POSITIVI : 62 - TOTALE POSITIVI AL TEST ANTIGENICO E SINTOMATICI : 9 | |
| IN CORSO REVISIONE DATI PER TAMPONI TOTALI EFFETTUATI E CASI TESTATI E PER TOTALE CASI POSITIVI RESIDENTI IN REGIONE BASILICATA. | |
| In seguito a verifica sui dati comunicati nei giorni passati è stato eliminato 1 caso in quanto giudicato non caso COVID-19. |
| Value | Count | Frequency (%) | |
| per 820 casi non e' disponibile la provenienza | 1 | 4.8% | |
| Dal totale dei positivi è stato eliminato 1 caso in quanto paziente non covid. | 1 | 4.8% | |
| TOTALE TEST ANTIGENICI RAPIDI EFFETTUATI : 341 - TOTALE TEST ANTIGENICI RAPIDI POSITIVI : 62 - TOTALE POSITIVI AL TEST ANTIGENICO E SINTOMATICI : 9 | 1 | 4.8% | |
| IN CORSO REVISIONE DATI PER TAMPONI TOTALI EFFETTUATI E CASI TESTATI E PER TOTALE CASI POSITIVI RESIDENTI IN REGIONE BASILICATA. | 1 | 4.8% | |
| In seguito a verifica sui dati comunicati nei giorni passati è stato eliminato 1 caso in quanto giudicato non caso COVID-19. | 1 | 4.8% | |
| (Missing) | 16 | 76.2% |
Frequencies of value counts
Unique
| Unique | 5 ? |
|---|---|
| Unique (%) | 100.0% |
Histogram of lengths of the category
Length
| Max length | 147 |
|---|---|
| Median length | 3 |
| Mean length | 27.19047619 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 83 | 14.5% | ||
| n | 52 | 9.1% | |
| I | 43 | 7.5% | |
| a | 38 | 6.7% | |
| T | 37 | 6.5% | |
| i | 30 | 5.3% | |
| E | 26 | 4.6% | |
| A | 22 | 3.9% | |
| o | 21 | 3.7% | |
| t | 17 | 3.0% | |
| O | 16 | 2.8% | |
| e | 14 | 2.5% | |
| S | 14 | 2.5% | |
| N | 13 | 2.3% | |
| s | 12 | 2.1% | |
| c | 9 | 1.6% | |
| C | 9 | 1.6% | |
| R | 8 | 1.4% | |
| P | 8 | 1.4% | |
| L | 7 | 1.2% | |
| D | 6 | 1.1% | |
| l | 6 | 1.1% | |
| p | 6 | 1.1% | |
| u | 6 | 1.1% | |
| d | 5 | 0.9% | |
| Other values (27) | 63 | 11.0% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 238 | 41.7% | |
| Uppercase Letter | 227 | 39.8% | |
| Space Separator | 83 | 14.5% | |
| Decimal Number | 13 | 2.3% | |
| Other Punctuation | 7 | 1.2% | |
| Dash Punctuation | 3 | 0.5% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| I | 43 | 18.9% | |
| T | 37 | 16.3% | |
| E | 26 | 11.5% | |
| A | 22 | 9.7% | |
| O | 16 | 7.0% | |
| S | 14 | 6.2% | |
| N | 13 | 5.7% | |
| C | 9 | 4.0% | |
| R | 8 | 3.5% | |
| P | 8 | 3.5% | |
| L | 7 | 3.1% | |
| D | 6 | 2.6% | |
| V | 5 | 2.2% | |
| F | 4 | 1.8% | |
| G | 4 | 1.8% | |
| M | 2 | 0.9% | |
| U | 2 | 0.9% | |
| B | 1 | 0.4% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| n | 52 | 21.8% | |
| a | 38 | 16.0% | |
| i | 30 | 12.6% | |
| o | 21 | 8.8% | |
| t | 17 | 7.1% | |
| e | 14 | 5.9% | |
| s | 12 | 5.0% | |
| c | 9 | 3.8% | |
| l | 6 | 2.5% | |
| p | 6 | 2.5% | |
| u | 6 | 2.5% | |
| d | 5 | 2.1% | |
| v | 4 | 1.7% | |
| r | 4 | 1.7% | |
| m | 3 | 1.3% | |
| g | 3 | 1.3% | |
| è | 2 | 0.8% | |
| q | 2 | 0.8% | |
| z | 2 | 0.8% | |
| f | 1 | 0.4% | |
| b | 1 | 0.4% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 83 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 1 | 4 | 30.8% | |
| 9 | 2 | 15.4% | |
| 2 | 2 | 15.4% | |
| 3 | 1 | 7.7% | |
| 4 | 1 | 7.7% | |
| 6 | 1 | 7.7% | |
| 8 | 1 | 7.7% | |
| 0 | 1 | 7.7% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| . | 3 | 42.9% | |
| : | 3 | 42.9% | |
| ' | 1 | 14.3% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 3 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 465 | 81.4% | |
| Common | 106 | 18.6% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| n | 52 | 11.2% | |
| I | 43 | 9.2% | |
| a | 38 | 8.2% | |
| T | 37 | 8.0% | |
| i | 30 | 6.5% | |
| E | 26 | 5.6% | |
| A | 22 | 4.7% | |
| o | 21 | 4.5% | |
| t | 17 | 3.7% | |
| O | 16 | 3.4% | |
| e | 14 | 3.0% | |
| S | 14 | 3.0% | |
| N | 13 | 2.8% | |
| s | 12 | 2.6% | |
| c | 9 | 1.9% | |
| C | 9 | 1.9% | |
| R | 8 | 1.7% | |
| P | 8 | 1.7% | |
| L | 7 | 1.5% | |
| D | 6 | 1.3% | |
| l | 6 | 1.3% | |
| p | 6 | 1.3% | |
| u | 6 | 1.3% | |
| d | 5 | 1.1% | |
| V | 5 | 1.1% | |
| Other values (14) | 35 | 7.5% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 83 | 78.3% | ||
| 1 | 4 | 3.8% | |
| . | 3 | 2.8% | |
| - | 3 | 2.8% | |
| : | 3 | 2.8% | |
| 9 | 2 | 1.9% | |
| 2 | 2 | 1.9% | |
| 3 | 1 | 0.9% | |
| 4 | 1 | 0.9% | |
| 6 | 1 | 0.9% | |
| 8 | 1 | 0.9% | |
| 0 | 1 | 0.9% | |
| ' | 1 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 569 | 99.6% | |
| None | 2 | 0.4% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 83 | 14.6% | ||
| n | 52 | 9.1% | |
| I | 43 | 7.6% | |
| a | 38 | 6.7% | |
| T | 37 | 6.5% | |
| i | 30 | 5.3% | |
| E | 26 | 4.6% | |
| A | 22 | 3.9% | |
| o | 21 | 3.7% | |
| t | 17 | 3.0% | |
| O | 16 | 2.8% | |
| e | 14 | 2.5% | |
| S | 14 | 2.5% | |
| N | 13 | 2.3% | |
| s | 12 | 2.1% | |
| c | 9 | 1.6% | |
| C | 9 | 1.6% | |
| R | 8 | 1.4% | |
| P | 8 | 1.4% | |
| L | 7 | 1.2% | |
| D | 6 | 1.1% | |
| l | 6 | 1.1% | |
| p | 6 | 1.1% | |
| u | 6 | 1.1% | |
| d | 5 | 0.9% | |
| Other values (26) | 61 | 10.7% |
Most frequent None characters
| Value | Count | Frequency (%) | |
| è | 2 | 100.0% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| data | stato | codice_regione | denominazione_regione | lat | long | ricoverati_con_sintomi | terapia_intensiva | totale_ospedalizzati | isolamento_domiciliare | totale_positivi | variazione_totale_positivi | nuovi_positivi | dimessi_guariti | deceduti | casi_da_sospetto_diagnostico | casi_da_screening | totale_casi | tamponi | casi_testati | note | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2020-11-08T17:00:00 | ITA | 13 | Abruzzo | 42.351222 | 13.398438 | 484 | 43 | 527 | 8804 | 9331 | 436 | 584 | 4592 | 596 | 7615 | 6904 | 14519 | 315128 | 193373 | Dal totale dei positivi è stato eliminato 1 caso in quanto paziente non covid. |
| 1 | 2020-11-08T17:00:00 | ITA | 17 | Basilicata | 40.639471 | 15.805148 | 102 | 16 | 118 | 2536 | 2654 | 239 | 246 | 805 | 64 | 1231 | 2292 | 3523 | 115374 | 114414 | IN CORSO REVISIONE DATI PER TAMPONI TOTALI EFFETTUATI E CASI TESTATI E PER TOTALE CASI POSITIVI RESIDENTI IN REGIONE BASILICATA. |
| 2 | 2020-11-08T17:00:00 | ITA | 18 | Calabria | 38.905976 | 16.594402 | 233 | 16 | 249 | 4771 | 5020 | 225 | 359 | 2305 | 140 | 1275 | 6190 | 7465 | 298954 | 295866 | NaN |
| 3 | 2020-11-08T17:00:00 | ITA | 15 | Campania | 40.839566 | 14.250850 | 1817 | 186 | 2003 | 67649 | 69652 | 4146 | 4601 | 16441 | 826 | 84257 | 2662 | 86919 | 1123703 | 778735 | NaN |
| 4 | 2020-11-08T17:00:00 | ITA | 8 | Emilia-Romagna | 44.494367 | 11.341721 | 1836 | 194 | 2030 | 35822 | 37852 | 2203 | 2360 | 28740 | 4816 | 48938 | 22470 | 71408 | 1728477 | 914731 | In seguito a verifica sui dati comunicati nei giorni passati è stato eliminato 1 caso in quanto giudicato non caso COVID-19. |
| 5 | 2020-11-08T17:00:00 | ITA | 6 | Friuli Venezia Giulia | 45.649435 | 13.768136 | 301 | 45 | 346 | 7295 | 7641 | 281 | 504 | 6636 | 451 | 12787 | 1941 | 14728 | 580815 | 242297 | NaN |
| 6 | 2020-11-08T17:00:00 | ITA | 12 | Lazio | 41.892770 | 12.483667 | 2686 | 237 | 2923 | 48455 | 51378 | 2342 | 2489 | 13023 | 1413 | 20086 | 45728 | 65814 | 1646433 | 1341488 | NaN |
| 7 | 2020-11-08T17:00:00 | ITA | 7 | Liguria | 44.411493 | 8.932699 | 1334 | 81 | 1415 | 10993 | 12408 | 300 | 886 | 22106 | 1916 | 25326 | 11104 | 36430 | 486171 | 248706 | NaN |
| 8 | 2020-11-08T17:00:00 | ITA | 3 | Lombardia | 45.466794 | 9.190347 | 6225 | 650 | 6875 | 125535 | 132410 | 4781 | 6318 | 110001 | 18343 | 201314 | 59440 | 260754 | 3256646 | 2003397 | NaN |
| 9 | 2020-11-08T17:00:00 | ITA | 11 | Marche | 43.616760 | 13.518875 | 493 | 69 | 562 | 9679 | 10241 | 414 | 502 | 7498 | 1050 | 18600 | 189 | 18789 | 345496 | 202915 | NaN |
Last rows
| data | stato | codice_regione | denominazione_regione | lat | long | ricoverati_con_sintomi | terapia_intensiva | totale_ospedalizzati | isolamento_domiciliare | totale_positivi | variazione_totale_positivi | nuovi_positivi | dimessi_guariti | deceduti | casi_da_sospetto_diagnostico | casi_da_screening | totale_casi | tamponi | casi_testati | note | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 11 | 2020-11-08T17:00:00 | ITA | 21 | P.A. Bolzano | 46.499335 | 11.356624 | 398 | 39 | 437 | 7550 | 7987 | 507 | 781 | 4798 | 341 | 13126 | 0 | 13126 | 256302 | 130323 | TOTALE TEST ANTIGENICI RAPIDI EFFETTUATI : 341 - TOTALE TEST ANTIGENICI RAPIDI POSITIVI : 62 - TOTALE POSITIVI AL TEST ANTIGENICO E SINTOMATICI : 9 |
| 12 | 2020-11-08T17:00:00 | ITA | 22 | P.A. Trento | 46.068935 | 11.121231 | 255 | 20 | 275 | 2478 | 2753 | 135 | 182 | 7668 | 465 | 6004 | 4882 | 10886 | 308944 | 117848 | NaN |
| 13 | 2020-11-08T17:00:00 | ITA | 1 | Piemonte | 45.073274 | 7.680687 | 4367 | 304 | 4671 | 49526 | 54197 | 2708 | 3884 | 38953 | 4629 | 42321 | 55458 | 97779 | 1149489 | 726199 | NaN |
| 14 | 2020-11-08T17:00:00 | ITA | 16 | Puglia | 41.125596 | 16.867367 | 880 | 123 | 1003 | 16184 | 17187 | 614 | 766 | 7677 | 837 | 7183 | 18518 | 25701 | 608364 | 433213 | per 820 casi non e' disponibile la provenienza |
| 15 | 2020-11-08T17:00:00 | ITA | 20 | Sardegna | 39.215312 | 9.110616 | 400 | 55 | 455 | 7972 | 8427 | 356 | 424 | 3579 | 255 | 4760 | 7501 | 12261 | 293794 | 248373 | NaN |
| 16 | 2020-11-08T17:00:00 | ITA | 19 | Sicilia | 38.115697 | 13.362357 | 1250 | 177 | 1427 | 20040 | 21467 | 730 | 1083 | 9128 | 676 | 19378 | 11893 | 31271 | 753094 | 525013 | NaN |
| 17 | 2020-11-08T17:00:00 | ITA | 9 | Toscana | 43.769231 | 11.255889 | 1474 | 226 | 1700 | 41747 | 43447 | 1864 | 2479 | 17938 | 1561 | 50905 | 12041 | 62946 | 1214035 | 799345 | NaN |
| 18 | 2020-11-08T17:00:00 | ITA | 10 | Umbria | 43.106758 | 12.388247 | 353 | 62 | 415 | 9385 | 9800 | 430 | 660 | 4951 | 188 | 4189 | 10750 | 14939 | 329812 | 189320 | NaN |
| 19 | 2020-11-08T17:00:00 | ITA | 2 | Valle d'Aosta | 45.737503 | 7.320149 | 158 | 14 | 172 | 2000 | 2172 | -9 | 55 | 1758 | 205 | 3634 | 501 | 4135 | 45323 | 27399 | NaN |
| 20 | 2020-11-08T17:00:00 | ITA | 5 | Veneto | 45.434905 | 12.338452 | 1355 | 185 | 1540 | 49430 | 50970 | 3313 | 3362 | 25725 | 2574 | 26082 | 53187 | 79269 | 2448503 | 948701 | NaN |